Feature: Book Genie Mode - Automated Testing with Detailed Reporting
File name: BookGenie.feature
Relative path: features/BookGenie.feature
Scenario Outline: Book Genie Response Validation with Citation Verification
When
I open the Creative Workspace login page
00:00:03.394
Then
I should see the homepage
00:00:00.033
When
I click on the mode selection dropdown
00:00:00.000
Then
I can see the "BookGenieQA" mode
00:00:00.000
And
I select the "BookGenieQA" mode
00:00:00.000
Then
I type "Suggest 5 books on christmas" on chat input element
00:00:03.189
And
I wait for AI to complete thinking
00:00:06.827
And
I validate the response is visible for "Suggest 5 books on christmas"
00:00:00.007
And
I extract book data from BookGenie response
00:00:00.007
And
I save BookGenie book data to Excel file for query "Suggest 5 books on christmas"
00:00:00.000
+ Show Error
Error: No book data extracted from BookGenie response.
at CustomWorld.(anonymous) (/home/runner/work/HC_Epub_Automation/HC_Epub_Automation/tests/steps/bookGenie.step.ts:46:15)
at /home/runner/work/HC_Epub_Automation/HC_Epub_Automation/tests/steps/bookGenie.step.ts:8:71
at __awaiter (/home/runner/work/HC_Epub_Automation/HC_Epub_Automation/tests/steps/bookGenie.step.ts:4:12)
at CustomWorld.(anonymous) (/home/runner/work/HC_Epub_Automation/HC_Epub_Automation/tests/steps/bookGenie.step.ts:59:12)
And
I validate each book individually against Excel file for query "Suggest 5 books on christmas"
0s
And
I validate that reason texts match citation texts with 80% similarity
0s
And
I generate detailed citation validation report
0s
Then
I verify database connectivity
0s
And
database should contain 2020 books
0s
And
I validate extracted books individually against database
0s
And
I validate BookGenie response relevance with AI for query "Suggest 5 books on christmas"
0s
=== SCENARIO LOGS: Book Genie Response Validation with Citation Verification === [6:17:38 AM] Navigating to Creative Workspace login page [6:17:41 AM] Homepage visibility: false [6:17:41 AM] ℹ️ Typing query: "Suggest 5 books on christmas" [6:17:41 AM] ℹ️ Preparing to type query: "Suggest 5 books on christmas" [6:17:41 AM] ℹ️ Waiting for chat input to be visible [6:17:43 AM] ℹ️ Clearing chat input [6:17:43 AM] ℹ️ Typing query: "Suggest 5 books on christmas" [6:17:44 AM] ℹ️ Pressing Enter to submit query [6:17:45 AM] ✅ Query submitted successfully: "Suggest 5 books on christmas" [6:17:45 AM] ℹ️ Waiting for AI to complete thinking... [6:17:45 AM] 📋 WAITING FOR AI RESPONSE [6:17:45 AM] ℹ️ Looking for AI thinking indicator... [6:17:45 AM] ℹ️ Waiting for thinking indicator to appear (max 2 minutes) [6:17:46 AM] ✅ ✓ AI thinking indicator appeared - AI is processing the request [6:17:46 AM] ℹ️ Waiting for thinking indicator to disappear (max 5 minutes) [6:17:48 AM] ✅ ✓ AI thinking completed - Response should be ready [6:17:48 AM] ℹ️ Allowing additional time for response rendering [6:17:51 AM] ✅ AI response wait process completed [6:17:51 AM] ℹ️ Validating response for query: "Suggest 5 books on christmas" [6:17:51 AM] 📋 VALIDATING RESPONSE FOR QUERY: "Suggest 5 books on christmas" [6:17:51 AM] ℹ️ Locating the latest response in chat [6:17:51 AM] ℹ️ Waiting for response to be visible (max 30 seconds) [6:17:51 AM] ✅ Response received - Length: 608 characters [6:17:51 AM] ℹ️ Response preview: Watch Me WorkInterpreting context for your query...That sounds like a lovely theme! To help you find... [6:17:51 AM] ℹ️ Extracting book data from response... [6:17:51 AM] 📋 EXTRACTING BOOK DATA FROM RESPONSE [6:17:51 AM] ℹ️ Locating BookGenie response container [6:17:51 AM] ℹ️ Extracting HTML content from response [6:17:51 AM] ℹ️ HTML content extracted - Length: 7560 characters [6:17:51 AM] ℹ️ Parsing HTML to extract book data [6:17:51 AM] ✅ SUCCESSFULLY EXTRACTED 0 BOOKS [6:17:51 AM] 📋 EXTRACTED BOOKS SUMMARY [6:17:51 AM] 📊 Total books extracted: 0 [6:17:51 AM] 📊 Average relevance score: 0% [6:17:51 AM] ✅ Extracted 0 books from response === END LOGS ===
Scenario Logs: Book Genie Response Validation with Citation Verification
[6:17:38 AM] Navigating to Creative Workspace login page
[6:17:41 AM] Homepage visibility: false
[6:17:41 AM] ℹ️ Typing query: "Suggest 5 books on christmas"
[6:17:41 AM] ℹ️ Preparing to type query: "Suggest 5 books on christmas"
[6:17:41 AM] ℹ️ Waiting for chat input to be visible
[6:17:43 AM] ℹ️ Clearing chat input
[6:17:43 AM] ℹ️ Typing query: "Suggest 5 books on christmas"
[6:17:44 AM] ℹ️ Pressing Enter to submit query
[6:17:45 AM] ✅ Query submitted successfully: "Suggest 5 books on christmas"
[6:17:45 AM] ℹ️ Waiting for AI to complete thinking...
[6:17:45 AM] 📋 WAITING FOR AI RESPONSE
[6:17:45 AM] ℹ️ Looking for AI thinking indicator...
[6:17:45 AM] ℹ️ Waiting for thinking indicator to appear (max 2 minutes)
[6:17:46 AM] ✅ ✓ AI thinking indicator appeared - AI is processing the request
[6:17:46 AM] ℹ️ Waiting for thinking indicator to disappear (max 5 minutes)
[6:17:48 AM] ✅ ✓ AI thinking completed - Response should be ready
[6:17:48 AM] ℹ️ Allowing additional time for response rendering
[6:17:51 AM] ✅ AI response wait process completed
[6:17:51 AM] ℹ️ Validating response for query: "Suggest 5 books on christmas"
[6:17:51 AM] 📋 VALIDATING RESPONSE FOR QUERY: "Suggest 5 books on christmas"
[6:17:51 AM] ℹ️ Locating the latest response in chat
[6:17:51 AM] ℹ️ Waiting for response to be visible (max 30 seconds)
[6:17:51 AM] ✅ Response received - Length: 608 characters
[6:17:51 AM] ℹ️ Response preview: Watch Me WorkInterpreting context for your query...That sounds like a lovely theme! To help you find...
[6:17:51 AM] ℹ️ Extracting book data from response...
[6:17:51 AM] 📋 EXTRACTING BOOK DATA FROM RESPONSE
[6:17:51 AM] ℹ️ Locating BookGenie response container
[6:17:51 AM] ℹ️ Extracting HTML content from response
[6:17:51 AM] ℹ️ HTML content extracted - Length: 7560 characters
[6:17:51 AM] ℹ️ Parsing HTML to extract book data
[6:17:51 AM] ✅ SUCCESSFULLY EXTRACTED 0 BOOKS
[6:17:51 AM] 📋 EXTRACTED BOOKS SUMMARY
[6:17:51 AM] 📊 Total books extracted: 0
[6:17:51 AM] 📊 Average relevance score: 0%
[6:17:51 AM] ✅ Extracted 0 books from response
Scenario Outline: Book Genie Response Validation with Citation Verification
When
I open the Creative Workspace login page
00:00:03.018
Then
I should see the homepage
00:00:00.043
When
I click on the mode selection dropdown
00:00:00.000
Then
I can see the "BookGenieQA" mode
00:00:00.000
And
I select the "BookGenieQA" mode
00:00:00.000
Then
I type "Suggest 3 books for childrens" on chat input element
00:00:03.081
And
I wait for AI to complete thinking
00:00:18.218
And
I validate the response is visible for "Suggest 3 books for childrens"
00:00:00.007
And
I extract book data from BookGenie response
00:00:00.009
And
I save BookGenie book data to Excel file for query "Suggest 3 books for childrens"
00:00:00.011
And
I validate each book individually against Excel file for query "Suggest 3 books for childrens"
00:00:00.013
CITATION VALIDATION DETAILED REPORT ================================================================================ BOOK: The Art of Talking with Children ------------------------------------------------------------ ✅ Reason 1: PASS (100%) ✅ Reason 2: PASS (95%) ✅ Reason 3: PASS (100%) BOOK: A Christmas Carol ------------------------------------------------------------ ✅ Reason 1: PASS (98%) ✅ Reason 2: PASS (95%) ❌ Reason 3: FAIL (0%) 📝 Reason: The book is a complete edition of the classic text and an essential coming-of-age story for all read... 📚 Citation: opening Scrooge’s heart to kindness and charity, fraternity and goodwill... ⚠️ Citation text not found in reason: "opening Scrooge’s heart to kindness and charity, fraternity and goodwill" BOOK: A Series of Unfortunate Events #1: The Bad Beginning ------------------------------------------------------------ ✅ Reason 1: PASS (100%) ✅ Reason 2: PASS (100%) ❌ Reason 3: FAIL (0%) 📝 Reason: The book is for children of interest age from 8 to 12... 📚 Citation: Interest age, years: from 8 to 12... ⚠️ Citation text not found in reason: "Interest age, years: from 8 to 12" SUMMARY: 7/9 reasons passed (77.8%) OVERALL STATUS: FAIL
Citation validation failed: 7/9 passed (77.8%)
Citation Validation Summary: 7/9 passed
📊 Citation Validation Report
Generated on 10/15/2025, 6:20:13 AM
📖 The Art of Talking with Children
✅ Reason 1: 100% match
✅ Reason 2: 95% match
✅ Reason 3: 100% match
📖 A Christmas Carol
✅ Reason 1: 98% match
✅ Reason 2: 95% match
❌ Reason 3: 0% match
⚠️ Citation text not found in reason: "opening Scrooge’s heart to kindness and charity, fraternity and goodwill"
📖 A Series of Unfortunate Events #1: The Bad Beginning
✅ Reason 1: 100% match
✅ Reason 2: 100% match
❌ Reason 3: 0% match
⚠️ Citation text not found in reason: "Interest age, years: from 8 to 12"
📈 Validation Summary
Total Reasons Validated: 9
Passed: 7
Failed: 2
Pass Rate: 77.8%
Overall Status: FAIL
Then
I verify database connectivity
00:00:00.325
And
database should contain 2020 books
00:00:00.273
And
I validate extracted books individually against database
00:00:00.435
And
I validate BookGenie response relevance with AI for query "Suggest 3 books for childrens"
00:00:41.730
+ Show Info
+ Show Info
PER-BOOK AI VALIDATION REPORT - Query: "Suggest 3 books for childrens"
================================================================================
OVERALL RELEVANCE SCORE: 67%
STATUS: FAIL
BOOKS ANALYZED: 3
BOOK 1: "The Art of Talking with Children"
------------------------------------------------------------
Overall Score: 10%
SECTION SCORES:
Author Information: 70% - The author's name is provided. However, the author's credentials, mentioned in the 'Why Match' section, justify the book for an adult audience (parents/educators), not for children.
Publishing Date: 90% - The publishing date is recent and accurately formatted.
Why Match Explanations: 5% - The explanations accurately describe the book's content but completely fail to justify it as a match. They explicitly state it's a book for adults ('parenting philosophy', 'help adults have conversations'), making it irrelevant to the query for books *for* children.
Relevance Scores: 0% - The 100% relevance score is completely incorrect. The book is for adults *about* children, not *for* children to read. This shows a fundamental misunderstanding of the user's intent.
DETAILED FEEDBACK:
• This book is a severe mismatch for the query. The user asked for books for children to read, and this is a parenting guide for adults.
• The AI failed to distinguish between the subject matter of a book (children) and its target audience (adults).
IMPROVEMENT SUGGESTIONS:
• The model must be trained to differentiate between books FOR a specific audience versus books ABOUT that audience.
• This book should have been filtered out as it does not belong in the 'Children's Literature' category.
================================================================================
BOOK 2: "A Christmas Carol"
------------------------------------------------------------
Overall Score: 98%
SECTION SCORES:
Author Information: 95% - The author, Charles Dickens, is correctly identified and highly appropriate for a classic children's story.
Publishing Date: 90% - The date provided is for a modern reprint, which is accurate and appropriate. Including the original publication year (1843) would add helpful context.
Why Match Explanations: 100% - The explanations are excellent. They describe the theme and, most importantly, provide a specific target age range (6-10), which is extremely helpful for such a broad query.
Relevance Scores: 100% - The 100% relevance score is perfectly justified. This is a classic and highly relevant book for children.
DETAILED FEEDBACK:
• This is an excellent and highly relevant recommendation that directly answers the user's query.
• The inclusion of a target age range is a key feature that adds significant value to the response.
IMPROVEMENT SUGGESTIONS:
• To enhance the response, consider adding the original publication date to provide historical context for classic books like this.
================================================================================
BOOK 3: "A Series of Unfortunate Events #1: The Bad Beginning"
------------------------------------------------------------
Overall Score: 95%
SECTION SCORES:
Author Information: 95% - The author, Lemony Snicket, is correctly identified and is a well-known, popular author for the target age group.
Publishing Date: 90% - The date provided corresponds to a specific reprint edition and is accurate. Mentioning the original publication year (1999) could provide additional context.
Why Match Explanations: 95% - The explanations effectively capture the book's unique tone and premise. Crucially, it provides a target age range (8-12), which is very helpful. The second point has a minor grammatical error from the source text.
Relevance Scores: 100% - The 100% relevance score is well-justified as this is a popular and fitting book for the 'children' category.
DETAILED FEEDBACK:
• This is another strong, relevant recommendation that fits the query perfectly.
• The description of the book's comedic and literary style is accurate, and the inclusion of an age range is a major strength.
IMPROVEMENT SUGGESTIONS:
• Proofread the 'Why Match' explanations to correct minor grammatical issues potentially caused by pulling from a truncated source (e.g., '...children been quite so enchanting...').
================================================================================
SUMMARY FEEDBACK:
----------------------------------------
• The response provided two excellent, highly relevant book suggestions and one completely irrelevant one.
• The inclusion of specific age ranges for the two relevant books is a significant strength that greatly improves the response's utility.
• The major weakness is the first recommendation, which fundamentally misunderstands the query by suggesting a book for adults about children.
OVERALL IMPROVEMENT SUGGESTIONS:
----------------------------------------
• The highest priority improvement is to refine the model's ability to distinguish between a book's target audience and its subject matter. A query for 'books for children' should never return parenting guides.
• For classic or re-published books, including the original publication date alongside the modern edition's date would provide valuable context for the user.
• Ensure that text extracted for 'Why Match' explanations is grammatically correct and complete.
🤖 PER-BOOK AI Response Relevance Validation
Query: "Suggest 3 books for childrens"
Overall Relevance Score: 67%
Status: FAIL
Books Analyzed: 3
Individual Book Analyses
📖 Book 1: "The Art of Talking with Children" - 10%
Author Information: 70%
The author's name is provided. However, the author's credentials, mentioned in the 'Why Match' section, justify the book for an adult audience (parents/educators), not for children.
Publishing Date: 90%
The publishing date is recent and accurately formatted.
Why Match Explanations: 5%
The explanations accurately describe the book's content but completely fail to justify it as a match. They explicitly state it's a book for adults ('parenting philosophy', 'help adults have conversations'), making it irrelevant to the query for books *for* children.
Relevance Scores: 0%
The 100% relevance score is completely incorrect. The book is for adults *about* children, not *for* children to read. This shows a fundamental misunderstanding of the user's intent.
Improvement Suggestions:
💡 The model must be trained to differentiate between books FOR a specific audience versus books ABOUT that audience.
💡 This book should have been filtered out as it does not belong in the 'Children's Literature' category.
📖 Book 2: "A Christmas Carol" - 98%
Author Information: 95%
The author, Charles Dickens, is correctly identified and highly appropriate for a classic children's story.
Publishing Date: 90%
The date provided is for a modern reprint, which is accurate and appropriate. Including the original publication year (1843) would add helpful context.
Why Match Explanations: 100%
The explanations are excellent. They describe the theme and, most importantly, provide a specific target age range (6-10), which is extremely helpful for such a broad query.
Relevance Scores: 100%
The 100% relevance score is perfectly justified. This is a classic and highly relevant book for children.
Improvement Suggestions:
💡 To enhance the response, consider adding the original publication date to provide historical context for classic books like this.
📖 Book 3: "A Series of Unfortunate Events #1: The Bad Beginning" - 95%
Author Information: 95%
The author, Lemony Snicket, is correctly identified and is a well-known, popular author for the target age group.
Publishing Date: 90%
The date provided corresponds to a specific reprint edition and is accurate. Mentioning the original publication year (1999) could provide additional context.
Why Match Explanations: 95%
The explanations effectively capture the book's unique tone and premise. Crucially, it provides a target age range (8-12), which is very helpful. The second point has a minor grammatical error from the source text.
Relevance Scores: 100%
The 100% relevance score is well-justified as this is a popular and fitting book for the 'children' category.
Improvement Suggestions:
💡 Proofread the 'Why Match' explanations to correct minor grammatical issues potentially caused by pulling from a truncated source (e.g., '...children been quite so enchanting...').
Summary Feedback
• The response provided two excellent, highly relevant book suggestions and one completely irrelevant one.
• The inclusion of specific age ranges for the two relevant books is a significant strength that greatly improves the response's utility.
• The major weakness is the first recommendation, which fundamentally misunderstands the query by suggesting a book for adults about children.
Overall Improvement Suggestions
💡 The highest priority improvement is to refine the model's ability to distinguish between a book's target audience and its subject matter. A query for 'books for children' should never return parenting guides.
💡 For classic or re-published books, including the original publication date alongside the modern edition's date would provide valuable context for the user.
💡 Ensure that text extracted for 'Why Match' explanations is grammatically correct and complete.
=== SCENARIO LOGS: Book Genie Response Validation with Citation Verification ===
[6:17:53 AM] Navigating to Creative Workspace login page
[6:17:56 AM] Homepage visibility: false
[6:17:56 AM] ℹ️ Typing query: "Suggest 3 books for childrens"
[6:17:56 AM] ℹ️ Preparing to type query: "Suggest 3 books for childrens"
[6:17:56 AM] ℹ️ Waiting for chat input to be visible
[6:17:57 AM] ℹ️ Clearing chat input
[6:17:57 AM] ℹ️ Typing query: "Suggest 3 books for childrens"
[6:17:58 AM] ℹ️ Pressing Enter to submit query
[6:17:59 AM] ✅ Query submitted successfully: "Suggest 3 books for childrens"
[6:17:59 AM] ℹ️ Waiting for AI to complete thinking...
[6:17:59 AM] 📋 WAITING FOR AI RESPONSE
[6:17:59 AM] ℹ️ Looking for AI thinking indicator...
[6:17:59 AM] ℹ️ Waiting for thinking indicator to appear (max 2 minutes)
[6:18:01 AM] ✅ ✓ AI thinking indicator appeared - AI is processing the request
[6:18:01 AM] ℹ️ Waiting for thinking indicator to disappear (max 5 minutes)
[6:18:14 AM] ✅ ✓ AI thinking completed - Response should be ready
[6:18:14 AM] ℹ️ Allowing additional time for response rendering
[6:18:17 AM] ✅ AI response wait process completed
[6:18:17 AM] ℹ️ Validating response for query: "Suggest 3 books for childrens"
[6:18:17 AM] 📋 VALIDATING RESPONSE FOR QUERY: "Suggest 3 books for childrens"
[6:18:17 AM] ℹ️ Locating the latest response in chat
[6:18:17 AM] ℹ️ Waiting for response to be visible (max 30 seconds)
[6:18:17 AM] ✅ Response received - Length: 2203 characters
[6:18:17 AM] ℹ️ Response preview: Watch Me WorkInterpreting context for your query...Retrieving Relevant Books for 'books for children...
[6:18:17 AM] ℹ️ Extracting book data from response...
[6:18:17 AM] 📋 EXTRACTING BOOK DATA FROM RESPONSE
[6:18:17 AM] ℹ️ Locating BookGenie response container
[6:18:17 AM] ℹ️ Extracting HTML content from response
[6:18:17 AM] ℹ️ HTML content extracted - Length: 24117 characters
[6:18:17 AM] ℹ️ Parsing HTML to extract book data
[6:18:17 AM] ✅ SUCCESSFULLY EXTRACTED 3 BOOKS
[6:18:17 AM] 📋 EXTRACTED BOOKS SUMMARY
[6:18:17 AM] 📚 1. "The Art of Talking with Children" - Score: 100%%
[6:18:17 AM] 📚 2. "A Christmas Carol" - Score: 100%%
[6:18:17 AM] 📚 3. "A Series of Unfortunate Events #1: The Bad Beginning" - Score: 100%%
[6:18:17 AM] 📊 Total books extracted: 3
[6:18:17 AM] 📊 Average relevance score: 100%
[6:18:17 AM] ✅ Extracted 3 books from response
[6:18:17 AM] ℹ️ Saving 3 books to Excel file: test_results/suggest_3_books_for_childrens.xlsx
[6:18:17 AM] 📋 SAVING BOOKS TO EXCEL FILE
[6:18:17 AM] ℹ️ Target file path: test_results/suggest_3_books_for_childrens.xlsx
[6:18:17 AM] ℹ️ Exporting 3 books to Excel format
[6:18:17 AM] ✅ Book data saved to: test_results/suggest_3_books_for_childrens.xlsx
[6:18:17 AM] 📊 File verified - Size: 17.20 KB
[6:18:17 AM] ✅ ✓ Excel file creation verified successfully
[6:18:17 AM] 📋 STARTING INDIVIDUAL BOOK VALIDATION (3 books) for query: "Suggest 3 books for childrens"
[6:18:17 AM] 📋 📚 VALIDATING BOOK 1: "The Art of Talking with Children"
[6:18:17 AM] ℹ️ Starting comprehensive book validation
[6:18:17 AM] ℹ️ Validating title: "The Art of Talking with Children" vs expected: "The Art of Talking with Children"
[6:18:17 AM] ✅ ✅ TITLE VALIDATION PASSED: "The Art of Talking with Children"
[6:18:17 AM] ℹ️ Validating score: 100% vs expected: 100%
[6:18:17 AM] ✅ ✅ SCORE VALIDATION PASSED: 100% (expected 100%)
[6:18:17 AM] ✅ ✅ PERFECT SCORE GAP VALIDATION: Book has 100% score and no gap mentioned
[6:18:17 AM] ℹ️ Why-match points: extracted 3 vs expected 3
[6:18:17 AM] ✅ ✅ WHY-MATCH VALIDATION PASSED: 3 points (expected 3)
[6:18:17 AM] ✅ 🎉 BOOK 1 VALIDATION: ALL CHECKS PASSED!
[6:18:17 AM] ℹ️ Book 1 validation completed
[6:18:17 AM] 📋 📚 VALIDATING BOOK 2: "A Christmas Carol"
[6:18:17 AM] ℹ️ Starting comprehensive book validation
[6:18:17 AM] ℹ️ Validating title: "A Christmas Carol" vs expected: "A Christmas Carol"
[6:18:17 AM] ✅ ✅ TITLE VALIDATION PASSED: "A Christmas Carol"
[6:18:17 AM] ℹ️ Validating score: 100% vs expected: 100%
[6:18:17 AM] ✅ ✅ SCORE VALIDATION PASSED: 100% (expected 100%)
[6:18:17 AM] ✅ ✅ PERFECT SCORE GAP VALIDATION: Book has 100% score and no gap mentioned
[6:18:17 AM] ℹ️ Why-match points: extracted 3 vs expected 3
[6:18:17 AM] ✅ ✅ WHY-MATCH VALIDATION PASSED: 3 points (expected 3)
[6:18:17 AM] ✅ 🎉 BOOK 2 VALIDATION: ALL CHECKS PASSED!
[6:18:17 AM] ℹ️ Book 2 validation completed
[6:18:17 AM] 📋 📚 VALIDATING BOOK 3: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:18:17 AM] ℹ️ Starting comprehensive book validation
[6:18:17 AM] ℹ️ Validating title: "A Series of Unfortunate Events #1: The Bad Beginning" vs expected: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:18:17 AM] ✅ ✅ TITLE VALIDATION PASSED: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:18:17 AM] ℹ️ Validating score: 100% vs expected: 100%
[6:18:17 AM] ✅ ✅ SCORE VALIDATION PASSED: 100% (expected 100%)
[6:18:17 AM] ✅ ✅ PERFECT SCORE GAP VALIDATION: Book has 100% score and no gap mentioned
[6:18:17 AM] ℹ️ Why-match points: extracted 3 vs expected 3
[6:18:17 AM] ✅ ✅ WHY-MATCH VALIDATION PASSED: 3 points (expected 3)
[6:18:17 AM] ✅ 🎉 BOOK 3 VALIDATION: ALL CHECKS PASSED!
[6:18:17 AM] ℹ️ Book 3 validation completed
[6:18:17 AM] 📊 VALIDATION SUMMARY: 3/3 books passed
[6:18:17 AM] ✅ ALL BOOKS VALIDATED SUCCESSFULLY!
[6:18:17 AM] 📋 🔍 VALIDATING REASON-CITATION MATCHES
[6:18:17 AM] ℹ️ Starting citation validation process...
[6:18:17 AM] 📋 🚀 STARTING COMPLETE CITATION VALIDATION WORKFLOW
[6:18:17 AM] ℹ️ Step 1: Extracting books from AI response
[6:18:17 AM] 📋 EXTRACTING BOOK DATA FROM RESPONSE
[6:18:17 AM] ℹ️ Locating BookGenie response container
[6:18:17 AM] ℹ️ Extracting HTML content from response
[6:18:17 AM] ℹ️ HTML content extracted - Length: 24117 characters
[6:18:17 AM] ℹ️ Parsing HTML to extract book data
[6:18:17 AM] ✅ SUCCESSFULLY EXTRACTED 3 BOOKS
[6:18:17 AM] 📋 EXTRACTED BOOKS SUMMARY
[6:18:17 AM] 📚 1. "The Art of Talking with Children" - Score: 100%%
[6:18:17 AM] 📚 2. "A Christmas Carol" - Score: 100%%
[6:18:17 AM] 📚 3. "A Series of Unfortunate Events #1: The Bad Beginning" - Score: 100%%
[6:18:17 AM] 📊 Total books extracted: 3
[6:18:17 AM] 📊 Average relevance score: 100%
[6:18:17 AM] ℹ️ Step 2: Extracting citation texts from book elements
[6:18:17 AM] 📋 📚 EXTRACTING CITATION TEXTS FROM BOOK ELEMENTS
[6:18:17 AM] ℹ️ Step 1: Waiting for main book section
[6:18:17 AM] ℹ️ Found 7 total accordion sections
[6:18:17 AM] ℹ️ Found individual book: "1. The Art of Talking with Children"
[6:18:17 AM] ℹ️ Found individual book: "2. A Christmas Carol"
[6:18:17 AM] ℹ️ Found individual book: "3. A Series of Unfortunate Events #1: The Bad Beginning"
[6:18:17 AM] ℹ️ Processing 3 individual book sections
[6:18:17 AM] 📋 📖 PROCESSING BOOK 1: "The Art of Talking with Children"
[6:18:17 AM] ℹ️ Expanding book section: "The Art of Talking with Children"
[6:18:20 AM] ✅ Book section expanded: "The Art of Talking with Children"
[6:18:21 AM] ℹ️ Expanding "Why this book is the match" section for: "The Art of Talking with Children"
[6:18:24 AM] ✅ "Why this book is the match" section expanded for: "The Art of Talking with Children"
[6:18:24 AM] ℹ️ Found 3 citation buttons for "The Art of Talking with Children"
[6:18:24 AM] ℹ️ Extracting citation 1/3 for "The Art of Talking with Children"
[6:18:24 AM] ℹ️ Processing metadata citation 1 for "The Art of Talking with Children"
[6:18:25 AM] ℹ️ Clicking to OPEN metadata citation 1
[6:18:27 AM] ℹ️ Extracted citation text (first 100 chars): practical tools...
[6:18:27 AM] ℹ️ Clicking to CLOSE metadata citation 1
[6:18:28 AM] ✅ ✅ metadata citation 1 closed successfully
[6:18:28 AM] ℹ️ ✅ Citation 1 extracted successfully (length: 15)
[6:18:28 AM] ℹ️ Extracting citation 2/3 for "The Art of Talking with Children"
[6:18:28 AM] ℹ️ Processing manuscript citation 2 for "The Art of Talking with Children"
[6:18:29 AM] ℹ️ Clicking to OPEN manuscript citation 2
[6:18:31 AM] ℹ️ Extracted citation text (first 100 chars): The book champions 'rich talk' as a transformative parenting philosophy, cultivating compassionate, ...
[6:18:31 AM] ℹ️ Clicking to CLOSE manuscript citation 2
[6:18:33 AM] ✅ ✅ manuscript citation 2 closed successfully
[6:18:33 AM] ℹ️ ✅ Citation 2 extracted successfully (length: 130)
[6:18:33 AM] ℹ️ Extracting citation 3/3 for "The Art of Talking with Children"
[6:18:33 AM] ℹ️ Processing manuscript citation 3 for "The Art of Talking with Children"
[6:18:34 AM] ℹ️ Clicking to OPEN manuscript citation 3
[6:18:36 AM] ℹ️ Extracted citation text (first 100 chars): grounded in the author's extensive professional background...
[6:18:36 AM] ℹ️ Clicking to CLOSE manuscript citation 3
[6:18:37 AM] ✅ ✅ manuscript citation 3 closed successfully
[6:18:37 AM] ℹ️ ✅ Citation 3 extracted successfully (length: 58)
[6:18:37 AM] ℹ️ Collapsing book section: "The Art of Talking with Children"
[6:18:39 AM] ✅ Book section collapsed: "The Art of Talking with Children"
[6:18:39 AM] ✅ ✅ Completed processing "The Art of Talking with Children" - 3 citations extracted
[6:18:39 AM] 📋 📖 PROCESSING BOOK 2: "A Christmas Carol"
[6:18:39 AM] ℹ️ Expanding book section: "A Christmas Carol"
[6:18:42 AM] ✅ Book section expanded: "A Christmas Carol"
[6:18:42 AM] ℹ️ Expanding "Why this book is the match" section for: "A Christmas Carol"
[6:18:45 AM] ✅ "Why this book is the match" section expanded for: "A Christmas Carol"
[6:18:45 AM] ℹ️ Found 3 citation buttons for "A Christmas Carol"
[6:18:45 AM] ℹ️ Extracting citation 1/3 for "A Christmas Carol"
[6:18:45 AM] ℹ️ Processing metadata citation 1 for "A Christmas Carol"
[6:18:46 AM] ℹ️ Clicking to OPEN metadata citation 1
[6:18:48 AM] ℹ️ Extracted citation text (first 100 chars): opening Scrooge’s heart to kindness and charity, fraternity and goodwill...
[6:18:48 AM] ℹ️ Clicking to CLOSE metadata citation 1
[6:18:50 AM] ✅ ✅ metadata citation 1 closed successfully
[6:18:50 AM] ℹ️ ✅ Citation 1 extracted successfully (length: 72)
[6:18:50 AM] ℹ️ Extracting citation 2/3 for "A Christmas Carol"
[6:18:50 AM] ℹ️ Processing metadata citation 2 for "A Christmas Carol"
[6:18:51 AM] ℹ️ Clicking to OPEN metadata citation 2
[6:18:53 AM] ℹ️ Extracted citation text (first 100 chars): Interest age, years: from 6 to 10...
[6:18:53 AM] ℹ️ Clicking to CLOSE metadata citation 2
[6:18:54 AM] ✅ ✅ metadata citation 2 closed successfully
[6:18:54 AM] ℹ️ ✅ Citation 2 extracted successfully (length: 33)
[6:18:54 AM] ℹ️ Extracting citation 3/3 for "A Christmas Carol"
[6:18:54 AM] ℹ️ Processing metadata citation 3 for "A Christmas Carol"
[6:18:55 AM] ℹ️ Clicking to OPEN metadata citation 3
[6:18:57 AM] ℹ️ Extracted citation text (first 100 chars): opening Scrooge’s heart to kindness and charity, fraternity and goodwill...
[6:18:57 AM] ℹ️ Clicking to CLOSE metadata citation 3
[6:18:59 AM] ✅ ✅ metadata citation 3 closed successfully
[6:18:59 AM] ℹ️ ✅ Citation 3 extracted successfully (length: 72)
[6:18:59 AM] ℹ️ Collapsing book section: "A Christmas Carol"
[6:19:01 AM] ✅ Book section collapsed: "A Christmas Carol"
[6:19:01 AM] ✅ ✅ Completed processing "A Christmas Carol" - 3 citations extracted
[6:19:01 AM] 📋 📖 PROCESSING BOOK 3: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:01 AM] ℹ️ Expanding book section: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:04 AM] ✅ Book section expanded: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:04 AM] ℹ️ Expanding "Why this book is the match" section for: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:07 AM] ✅ "Why this book is the match" section expanded for: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:07 AM] ℹ️ Found 3 citation buttons for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:07 AM] ℹ️ Extracting citation 1/3 for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:07 AM] ℹ️ Processing metadata citation 1 for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:08 AM] ℹ️ Clicking to OPEN metadata citation 1
[6:19:10 AM] ℹ️ Extracted citation text (first 100 chars): an exquisitely dark comedy that is both literary and irreverent, hilarious and deftly crafted...
[6:19:10 AM] ℹ️ Clicking to CLOSE metadata citation 1
[6:19:11 AM] ✅ ✅ metadata citation 1 closed successfully
[6:19:11 AM] ℹ️ ✅ Citation 1 extracted successfully (length: 93)
[6:19:11 AM] ℹ️ Extracting citation 2/3 for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:11 AM] ℹ️ Processing metadata citation 2 for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:12 AM] ℹ️ Clicking to OPEN metadata citation 2
[6:19:14 AM] ℹ️ Extracted citation text (first 100 chars): a tale of three likeable and unfortunate children been quite so enchanting, or quite so uproariously...
[6:19:14 AM] ℹ️ Clicking to CLOSE metadata citation 2
[6:19:16 AM] ✅ ✅ metadata citation 2 closed successfully
[6:19:16 AM] ℹ️ ✅ Citation 2 extracted successfully (length: 109)
[6:19:16 AM] ℹ️ Extracting citation 3/3 for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:16 AM] ℹ️ Processing metadata citation 3 for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:17 AM] ℹ️ Clicking to OPEN metadata citation 3
[6:19:19 AM] ℹ️ Extracted citation text (first 100 chars): Interest age, years: from 8 to 12...
[6:19:19 AM] ℹ️ Clicking to CLOSE metadata citation 3
[6:19:20 AM] ✅ ✅ metadata citation 3 closed successfully
[6:19:20 AM] ℹ️ ✅ Citation 3 extracted successfully (length: 33)
[6:19:21 AM] ℹ️ Collapsing book section: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:22 AM] ✅ Book section collapsed: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:22 AM] ✅ ✅ Completed processing "A Series of Unfortunate Events #1: The Bad Beginning" - 3 citations extracted
[6:19:22 AM] ✅ 🎉 Successfully extracted citations from 3 books
[6:19:22 AM] ℹ️ Step 3: Validating reason-citation matches
[6:19:22 AM] 📋 🔍 VALIDATING REASON-CITATION MATCHES (80% THRESHOLD)
[6:19:22 AM] ℹ️ 📖 Validating 3 reasons for: "The Art of Talking with Children"
[6:19:22 AM] ℹ️ Reason 1: Checking match...
[6:19:22 AM] ✅ ✅ "The Art of Talking with Children" - Reason 1: 100% match - PASS
[6:19:22 AM] ℹ️ Reason 2: Checking match...
[6:19:35 AM] ✅ ✅ "The Art of Talking with Children" - Reason 2: 95% match - PASS
[6:19:35 AM] ℹ️ Reason 3: Checking match...
[6:19:35 AM] ✅ ✅ "The Art of Talking with Children" - Reason 3: 100% match - PASS
[6:19:35 AM] ℹ️ 📖 Validating 3 reasons for: "A Christmas Carol"
[6:19:35 AM] ℹ️ Reason 1: Checking match...
[6:19:52 AM] ✅ ✅ "A Christmas Carol" - Reason 1: 98% match - PASS
[6:19:52 AM] ℹ️ Reason 2: Checking match...
[6:19:59 AM] ✅ ✅ "A Christmas Carol" - Reason 2: 95% match - PASS
[6:19:59 AM] ℹ️ Reason 3: Checking match...
[6:20:13 AM] ❌ ❌ "A Christmas Carol" - Reason 3: 0% match - FAIL
[6:20:13 AM] ❌ ⚠️ Citation text not found in reason: "opening Scrooge’s heart to kindness and charity, fraternity and goodwill"
[6:20:13 AM] ℹ️ 📖 Validating 3 reasons for: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:20:13 AM] ℹ️ Reason 1: Checking match...
[6:20:13 AM] ✅ ✅ "A Series of Unfortunate Events #1: The Bad Beginning" - Reason 1: 100% match - PASS
[6:20:13 AM] ℹ️ Reason 2: Checking match...
[6:20:13 AM] ✅ ✅ "A Series of Unfortunate Events #1: The Bad Beginning" - Reason 2: 100% match - PASS
[6:20:13 AM] ℹ️ Reason 3: Checking match...
[6:20:13 AM] ❌ ❌ "A Series of Unfortunate Events #1: The Bad Beginning" - Reason 3: 0% match - FAIL
[6:20:13 AM] ❌ ⚠️ Citation text not found in reason: "Interest age, years: from 8 to 12"
[6:20:13 AM] 📊 📊 CITATION VALIDATION SUMMARY: 7/9 passed (77.8%)
[6:20:13 AM] ❌ 💥 REASON-CITATION VALIDATION: OVERALL FAILED
[6:20:13 AM] ℹ️ Step 4: Generating detailed report
[6:20:13 AM] 📋 📋 GENERATING CITATION VALIDATION REPORT
[6:20:13 AM] ℹ️ Report generated: 7/9 reasons passed
[6:20:13 AM] ✅ ✅ Citation validation workflow completed successfully
[6:20:13 AM] 📊 📈 OVERALL CITATION VALIDATION: 7/9 (77.8%)
[6:20:13 AM] ❌ ❌ REASON-CITATION VALIDATION: OVERALL FAILED - Only 77.8% of reasons match citations (required: 80%)
[6:20:13 AM] 📋 📋 GENERATING DETAILED CITATION VALIDATION REPORT
[6:20:13 AM] ℹ️ Generating HTML citation validation report
[6:20:13 AM] ✅ Generated HTML report for 9 reasons
[6:20:13 AM] ✅ ✅ Citation validation HTML report generated and attached
[6:20:13 AM] ✅ ✅ Citation validation plain text report attached
[6:20:13 AM] ℹ️ Checking database connectivity...
[6:20:13 AM] ✅ ✅ Database connected successfully
[6:20:13 AM] ℹ️ Database path: /home/runner/work/HC_Epub_Automation/HC_Epub_Automation/tests/test_data/database.xlsx
[6:20:13 AM] ℹ️ Total books: 10032
[6:20:13 AM] 📊 Database contains 10032 books
[6:20:13 AM] ✅ ✅ Database book count requirement met: 10032 >= 2020
[6:20:13 AM] 📋 🔍 VALIDATING EXTRACTED BOOKS INDIVIDUALLY AGAINST DATABASE
[6:20:13 AM] ℹ️ Checking book 1/3: "The Art of Talking with Children"
[6:20:13 AM] ℹ️ Checking if book exists in database: "The Art of Talking with Children"
[6:20:14 AM] ✅ ✅ Database match: "The Art of Talking with Children" → "He"
[6:20:14 AM] ℹ️ Checking book 2/3: "A Christmas Carol"
[6:20:14 AM] ℹ️ Checking if book exists in database: "A Christmas Carol"
[6:20:14 AM] ✅ ✅ Database match: "A Christmas Carol" → "A Christmas Carol"
[6:20:14 AM] ℹ️ Checking book 3/3: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:20:14 AM] ℹ️ Checking if book exists in database: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:20:14 AM] ✅ ✅ Database match: "A Series of Unfortunate Events #1: The Bad Beginning" → "Eve"
[6:20:14 AM] 📊 INDIVIDUAL DATABASE VALIDATION SUMMARY: 3/3 books found in database
[6:20:14 AM] ✅ 🎉 ALL BOOKS VALIDATED SUCCESSFULLY AGAINST DATABASE!
[6:20:14 AM] 📋 🤖 VALIDATING RESPONSE RELEVANCE WITH GEMINI AI - PER BOOK ANALYSIS
[6:20:14 AM] ℹ️ Starting Gemini AI per-book relevance validation...
[6:20:14 AM] 📋 🤖 ANALYZING RESPONSE RELEVANCE WITH GEMINI AI - PER BOOK ANALYSIS
[6:20:14 AM] ℹ️ Starting Gemini AI analysis with retry logic...
[6:20:56 AM] 📊 Gemini AI Overall Relevance Score: 67%
[6:20:56 AM] 📊 Analyzed 3 books individually
[6:20:56 AM] ❌ ❌ GEMINI VALIDATION: Response relevance below threshold (67%)
[6:20:56 AM] 📋 📖 ANALYSIS FOR: "The Art of Talking with Children" - Score: 10%
[6:20:56 AM] ℹ️ ❌ Author Information: 70% - The author's name is provided. However, the author's credentials, mentioned in the 'Why Match' section, justify the book for an adult audience (parents/educators), not for children.
[6:20:56 AM] ℹ️ ✅ Publishing Date: 90% - The publishing date is recent and accurately formatted.
[6:20:56 AM] ℹ️ ❌ Why Match Explanations: 5% - The explanations accurately describe the book's content but completely fail to justify it as a match. They explicitly state it's a book for adults ('parenting philosophy', 'help adults have conversations'), making it irrelevant to the query for books *for* children.
[6:20:56 AM] ℹ️ ❌ Relevance Scores: 0% - The 100% relevance score is completely incorrect. The book is for adults *about* children, not *for* children to read. This shows a fundamental misunderstanding of the user's intent.
[6:20:56 AM] ℹ️ 💡 Book-specific improvements:
[6:20:56 AM] ℹ️ - The model must be trained to differentiate between books FOR a specific audience versus books ABOUT that audience.
[6:20:56 AM] ℹ️ - This book should have been filtered out as it does not belong in the 'Children's Literature' category.
[6:20:56 AM] 📋 📖 ANALYSIS FOR: "A Christmas Carol" - Score: 98%
[6:20:56 AM] ℹ️ ✅ Author Information: 95% - The author, Charles Dickens, is correctly identified and highly appropriate for a classic children's story.
[6:20:56 AM] ℹ️ ✅ Publishing Date: 90% - The date provided is for a modern reprint, which is accurate and appropriate. Including the original publication year (1843) would add helpful context.
[6:20:56 AM] ℹ️ ✅ Why Match Explanations: 100% - The explanations are excellent. They describe the theme and, most importantly, provide a specific target age range (6-10), which is extremely helpful for such a broad query.
[6:20:56 AM] ℹ️ ✅ Relevance Scores: 100% - The 100% relevance score is perfectly justified. This is a classic and highly relevant book for children.
[6:20:56 AM] ℹ️ 💡 Book-specific improvements:
[6:20:56 AM] ℹ️ - To enhance the response, consider adding the original publication date to provide historical context for classic books like this.
[6:20:56 AM] 📋 📖 ANALYSIS FOR: "A Series of Unfortunate Events #1: The Bad Beginning" - Score: 95%
[6:20:56 AM] ℹ️ ✅ Author Information: 95% - The author, Lemony Snicket, is correctly identified and is a well-known, popular author for the target age group.
[6:20:56 AM] ℹ️ ✅ Publishing Date: 90% - The date provided corresponds to a specific reprint edition and is accurate. Mentioning the original publication year (1999) could provide additional context.
[6:20:56 AM] ℹ️ ✅ Why Match Explanations: 95% - The explanations effectively capture the book's unique tone and premise. Crucially, it provides a target age range (8-12), which is very helpful. The second point has a minor grammatical error from the source text.
[6:20:56 AM] ℹ️ ✅ Relevance Scores: 100% - The 100% relevance score is well-justified as this is a popular and fitting book for the 'children' category.
[6:20:56 AM] ℹ️ 💡 Book-specific improvements:
[6:20:56 AM] ℹ️ - Proofread the 'Why Match' explanations to correct minor grammatical issues potentially caused by pulling from a truncated source (e.g., '...children been quite so enchanting...').
[6:20:56 AM] ℹ️ 📊 SUMMARY FEEDBACK:
[6:20:56 AM] ℹ️ • The response provided two excellent, highly relevant book suggestions and one completely irrelevant one.
[6:20:56 AM] ℹ️ • The inclusion of specific age ranges for the two relevant books is a significant strength that greatly improves the response's utility.
[6:20:56 AM] ℹ️ • The major weakness is the first recommendation, which fundamentally misunderstands the query by suggesting a book for adults about children.
[6:20:56 AM] ❌ ❌ GEMINI AI VALIDATION FAILED: 67% relevance score (required: 80%)
[6:20:56 AM] ℹ️ Continuing execution due to soft assertion...
=== END LOGS ===
Scenario Logs: Book Genie Response Validation with Citation Verification
[6:17:53 AM] Navigating to Creative Workspace login page
[6:17:56 AM] Homepage visibility: false
[6:17:56 AM] ℹ️ Typing query: "Suggest 3 books for childrens"
[6:17:56 AM] ℹ️ Preparing to type query: "Suggest 3 books for childrens"
[6:17:56 AM] ℹ️ Waiting for chat input to be visible
[6:17:57 AM] ℹ️ Clearing chat input
[6:17:57 AM] ℹ️ Typing query: "Suggest 3 books for childrens"
[6:17:58 AM] ℹ️ Pressing Enter to submit query
[6:17:59 AM] ✅ Query submitted successfully: "Suggest 3 books for childrens"
[6:17:59 AM] ℹ️ Waiting for AI to complete thinking...
[6:17:59 AM] 📋 WAITING FOR AI RESPONSE
[6:17:59 AM] ℹ️ Looking for AI thinking indicator...
[6:17:59 AM] ℹ️ Waiting for thinking indicator to appear (max 2 minutes)
[6:18:01 AM] ✅ ✓ AI thinking indicator appeared - AI is processing the request
[6:18:01 AM] ℹ️ Waiting for thinking indicator to disappear (max 5 minutes)
[6:18:14 AM] ✅ ✓ AI thinking completed - Response should be ready
[6:18:14 AM] ℹ️ Allowing additional time for response rendering
[6:18:17 AM] ✅ AI response wait process completed
[6:18:17 AM] ℹ️ Validating response for query: "Suggest 3 books for childrens"
[6:18:17 AM] 📋 VALIDATING RESPONSE FOR QUERY: "Suggest 3 books for childrens"
[6:18:17 AM] ℹ️ Locating the latest response in chat
[6:18:17 AM] ℹ️ Waiting for response to be visible (max 30 seconds)
[6:18:17 AM] ✅ Response received - Length: 2203 characters
[6:18:17 AM] ℹ️ Response preview: Watch Me WorkInterpreting context for your query...Retrieving Relevant Books for 'books for children...
[6:18:17 AM] ℹ️ Extracting book data from response...
[6:18:17 AM] 📋 EXTRACTING BOOK DATA FROM RESPONSE
[6:18:17 AM] ℹ️ Locating BookGenie response container
[6:18:17 AM] ℹ️ Extracting HTML content from response
[6:18:17 AM] ℹ️ HTML content extracted - Length: 24117 characters
[6:18:17 AM] ℹ️ Parsing HTML to extract book data
[6:18:17 AM] ✅ SUCCESSFULLY EXTRACTED 3 BOOKS
[6:18:17 AM] 📋 EXTRACTED BOOKS SUMMARY
[6:18:17 AM] 📚 1. "The Art of Talking with Children" - Score: 100%%
[6:18:17 AM] 📚 2. "A Christmas Carol" - Score: 100%%
[6:18:17 AM] 📚 3. "A Series of Unfortunate Events #1: The Bad Beginning" - Score: 100%%
[6:18:17 AM] 📊 Total books extracted: 3
[6:18:17 AM] 📊 Average relevance score: 100%
[6:18:17 AM] ✅ Extracted 3 books from response
[6:18:17 AM] ℹ️ Saving 3 books to Excel file: test_results/suggest_3_books_for_childrens.xlsx
[6:18:17 AM] 📋 SAVING BOOKS TO EXCEL FILE
[6:18:17 AM] ℹ️ Target file path: test_results/suggest_3_books_for_childrens.xlsx
[6:18:17 AM] ℹ️ Exporting 3 books to Excel format
[6:18:17 AM] ✅ Book data saved to: test_results/suggest_3_books_for_childrens.xlsx
[6:18:17 AM] 📊 File verified - Size: 17.20 KB
[6:18:17 AM] ✅ ✓ Excel file creation verified successfully
[6:18:17 AM] 📋 STARTING INDIVIDUAL BOOK VALIDATION (3 books) for query: "Suggest 3 books for childrens"
[6:18:17 AM] 📋 📚 VALIDATING BOOK 1: "The Art of Talking with Children"
[6:18:17 AM] ℹ️ Starting comprehensive book validation
[6:18:17 AM] ℹ️ Validating title: "The Art of Talking with Children" vs expected: "The Art of Talking with Children"
[6:18:17 AM] ✅ ✅ TITLE VALIDATION PASSED: "The Art of Talking with Children"
[6:18:17 AM] ℹ️ Validating score: 100% vs expected: 100%
[6:18:17 AM] ✅ ✅ SCORE VALIDATION PASSED: 100% (expected 100%)
[6:18:17 AM] ✅ ✅ PERFECT SCORE GAP VALIDATION: Book has 100% score and no gap mentioned
[6:18:17 AM] ℹ️ Why-match points: extracted 3 vs expected 3
[6:18:17 AM] ✅ ✅ WHY-MATCH VALIDATION PASSED: 3 points (expected 3)
[6:18:17 AM] ✅ 🎉 BOOK 1 VALIDATION: ALL CHECKS PASSED!
[6:18:17 AM] ℹ️ Book 1 validation completed
[6:18:17 AM] 📋 📚 VALIDATING BOOK 2: "A Christmas Carol"
[6:18:17 AM] ℹ️ Starting comprehensive book validation
[6:18:17 AM] ℹ️ Validating title: "A Christmas Carol" vs expected: "A Christmas Carol"
[6:18:17 AM] ✅ ✅ TITLE VALIDATION PASSED: "A Christmas Carol"
[6:18:17 AM] ℹ️ Validating score: 100% vs expected: 100%
[6:18:17 AM] ✅ ✅ SCORE VALIDATION PASSED: 100% (expected 100%)
[6:18:17 AM] ✅ ✅ PERFECT SCORE GAP VALIDATION: Book has 100% score and no gap mentioned
[6:18:17 AM] ℹ️ Why-match points: extracted 3 vs expected 3
[6:18:17 AM] ✅ ✅ WHY-MATCH VALIDATION PASSED: 3 points (expected 3)
[6:18:17 AM] ✅ 🎉 BOOK 2 VALIDATION: ALL CHECKS PASSED!
[6:18:17 AM] ℹ️ Book 2 validation completed
[6:18:17 AM] 📋 📚 VALIDATING BOOK 3: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:18:17 AM] ℹ️ Starting comprehensive book validation
[6:18:17 AM] ℹ️ Validating title: "A Series of Unfortunate Events #1: The Bad Beginning" vs expected: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:18:17 AM] ✅ ✅ TITLE VALIDATION PASSED: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:18:17 AM] ℹ️ Validating score: 100% vs expected: 100%
[6:18:17 AM] ✅ ✅ SCORE VALIDATION PASSED: 100% (expected 100%)
[6:18:17 AM] ✅ ✅ PERFECT SCORE GAP VALIDATION: Book has 100% score and no gap mentioned
[6:18:17 AM] ℹ️ Why-match points: extracted 3 vs expected 3
[6:18:17 AM] ✅ ✅ WHY-MATCH VALIDATION PASSED: 3 points (expected 3)
[6:18:17 AM] ✅ 🎉 BOOK 3 VALIDATION: ALL CHECKS PASSED!
[6:18:17 AM] ℹ️ Book 3 validation completed
[6:18:17 AM] 📊 VALIDATION SUMMARY: 3/3 books passed
[6:18:17 AM] ✅ ALL BOOKS VALIDATED SUCCESSFULLY!
[6:18:17 AM] 📋 🔍 VALIDATING REASON-CITATION MATCHES
[6:18:17 AM] ℹ️ Starting citation validation process...
[6:18:17 AM] 📋 🚀 STARTING COMPLETE CITATION VALIDATION WORKFLOW
[6:18:17 AM] ℹ️ Step 1: Extracting books from AI response
[6:18:17 AM] 📋 EXTRACTING BOOK DATA FROM RESPONSE
[6:18:17 AM] ℹ️ Locating BookGenie response container
[6:18:17 AM] ℹ️ Extracting HTML content from response
[6:18:17 AM] ℹ️ HTML content extracted - Length: 24117 characters
[6:18:17 AM] ℹ️ Parsing HTML to extract book data
[6:18:17 AM] ✅ SUCCESSFULLY EXTRACTED 3 BOOKS
[6:18:17 AM] 📋 EXTRACTED BOOKS SUMMARY
[6:18:17 AM] 📚 1. "The Art of Talking with Children" - Score: 100%%
[6:18:17 AM] 📚 2. "A Christmas Carol" - Score: 100%%
[6:18:17 AM] 📚 3. "A Series of Unfortunate Events #1: The Bad Beginning" - Score: 100%%
[6:18:17 AM] 📊 Total books extracted: 3
[6:18:17 AM] 📊 Average relevance score: 100%
[6:18:17 AM] ℹ️ Step 2: Extracting citation texts from book elements
[6:18:17 AM] 📋 📚 EXTRACTING CITATION TEXTS FROM BOOK ELEMENTS
[6:18:17 AM] ℹ️ Step 1: Waiting for main book section
[6:18:17 AM] ℹ️ Found 7 total accordion sections
[6:18:17 AM] ℹ️ Found individual book: "1. The Art of Talking with Children"
[6:18:17 AM] ℹ️ Found individual book: "2. A Christmas Carol"
[6:18:17 AM] ℹ️ Found individual book: "3. A Series of Unfortunate Events #1: The Bad Beginning"
[6:18:17 AM] ℹ️ Processing 3 individual book sections
[6:18:17 AM] 📋 📖 PROCESSING BOOK 1: "The Art of Talking with Children"
[6:18:17 AM] ℹ️ Expanding book section: "The Art of Talking with Children"
[6:18:20 AM] ✅ Book section expanded: "The Art of Talking with Children"
[6:18:21 AM] ℹ️ Expanding "Why this book is the match" section for: "The Art of Talking with Children"
[6:18:24 AM] ✅ "Why this book is the match" section expanded for: "The Art of Talking with Children"
[6:18:24 AM] ℹ️ Found 3 citation buttons for "The Art of Talking with Children"
[6:18:24 AM] ℹ️ Extracting citation 1/3 for "The Art of Talking with Children"
[6:18:24 AM] ℹ️ Processing metadata citation 1 for "The Art of Talking with Children"
[6:18:25 AM] ℹ️ Clicking to OPEN metadata citation 1
[6:18:27 AM] ℹ️ Extracted citation text (first 100 chars): practical tools...
[6:18:27 AM] ℹ️ Clicking to CLOSE metadata citation 1
[6:18:28 AM] ✅ ✅ metadata citation 1 closed successfully
[6:18:28 AM] ℹ️ ✅ Citation 1 extracted successfully (length: 15)
[6:18:28 AM] ℹ️ Extracting citation 2/3 for "The Art of Talking with Children"
[6:18:28 AM] ℹ️ Processing manuscript citation 2 for "The Art of Talking with Children"
[6:18:29 AM] ℹ️ Clicking to OPEN manuscript citation 2
[6:18:31 AM] ℹ️ Extracted citation text (first 100 chars): The book champions 'rich talk' as a transformative parenting philosophy, cultivating compassionate, ...
[6:18:31 AM] ℹ️ Clicking to CLOSE manuscript citation 2
[6:18:33 AM] ✅ ✅ manuscript citation 2 closed successfully
[6:18:33 AM] ℹ️ ✅ Citation 2 extracted successfully (length: 130)
[6:18:33 AM] ℹ️ Extracting citation 3/3 for "The Art of Talking with Children"
[6:18:33 AM] ℹ️ Processing manuscript citation 3 for "The Art of Talking with Children"
[6:18:34 AM] ℹ️ Clicking to OPEN manuscript citation 3
[6:18:36 AM] ℹ️ Extracted citation text (first 100 chars): grounded in the author's extensive professional background...
[6:18:36 AM] ℹ️ Clicking to CLOSE manuscript citation 3
[6:18:37 AM] ✅ ✅ manuscript citation 3 closed successfully
[6:18:37 AM] ℹ️ ✅ Citation 3 extracted successfully (length: 58)
[6:18:37 AM] ℹ️ Collapsing book section: "The Art of Talking with Children"
[6:18:39 AM] ✅ Book section collapsed: "The Art of Talking with Children"
[6:18:39 AM] ✅ ✅ Completed processing "The Art of Talking with Children" - 3 citations extracted
[6:18:39 AM] 📋 📖 PROCESSING BOOK 2: "A Christmas Carol"
[6:18:39 AM] ℹ️ Expanding book section: "A Christmas Carol"
[6:18:42 AM] ✅ Book section expanded: "A Christmas Carol"
[6:18:42 AM] ℹ️ Expanding "Why this book is the match" section for: "A Christmas Carol"
[6:18:45 AM] ✅ "Why this book is the match" section expanded for: "A Christmas Carol"
[6:18:45 AM] ℹ️ Found 3 citation buttons for "A Christmas Carol"
[6:18:45 AM] ℹ️ Extracting citation 1/3 for "A Christmas Carol"
[6:18:45 AM] ℹ️ Processing metadata citation 1 for "A Christmas Carol"
[6:18:46 AM] ℹ️ Clicking to OPEN metadata citation 1
[6:18:48 AM] ℹ️ Extracted citation text (first 100 chars): opening Scrooge’s heart to kindness and charity, fraternity and goodwill...
[6:18:48 AM] ℹ️ Clicking to CLOSE metadata citation 1
[6:18:50 AM] ✅ ✅ metadata citation 1 closed successfully
[6:18:50 AM] ℹ️ ✅ Citation 1 extracted successfully (length: 72)
[6:18:50 AM] ℹ️ Extracting citation 2/3 for "A Christmas Carol"
[6:18:50 AM] ℹ️ Processing metadata citation 2 for "A Christmas Carol"
[6:18:51 AM] ℹ️ Clicking to OPEN metadata citation 2
[6:18:53 AM] ℹ️ Extracted citation text (first 100 chars): Interest age, years: from 6 to 10...
[6:18:53 AM] ℹ️ Clicking to CLOSE metadata citation 2
[6:18:54 AM] ✅ ✅ metadata citation 2 closed successfully
[6:18:54 AM] ℹ️ ✅ Citation 2 extracted successfully (length: 33)
[6:18:54 AM] ℹ️ Extracting citation 3/3 for "A Christmas Carol"
[6:18:54 AM] ℹ️ Processing metadata citation 3 for "A Christmas Carol"
[6:18:55 AM] ℹ️ Clicking to OPEN metadata citation 3
[6:18:57 AM] ℹ️ Extracted citation text (first 100 chars): opening Scrooge’s heart to kindness and charity, fraternity and goodwill...
[6:18:57 AM] ℹ️ Clicking to CLOSE metadata citation 3
[6:18:59 AM] ✅ ✅ metadata citation 3 closed successfully
[6:18:59 AM] ℹ️ ✅ Citation 3 extracted successfully (length: 72)
[6:18:59 AM] ℹ️ Collapsing book section: "A Christmas Carol"
[6:19:01 AM] ✅ Book section collapsed: "A Christmas Carol"
[6:19:01 AM] ✅ ✅ Completed processing "A Christmas Carol" - 3 citations extracted
[6:19:01 AM] 📋 📖 PROCESSING BOOK 3: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:01 AM] ℹ️ Expanding book section: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:04 AM] ✅ Book section expanded: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:04 AM] ℹ️ Expanding "Why this book is the match" section for: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:07 AM] ✅ "Why this book is the match" section expanded for: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:07 AM] ℹ️ Found 3 citation buttons for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:07 AM] ℹ️ Extracting citation 1/3 for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:07 AM] ℹ️ Processing metadata citation 1 for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:08 AM] ℹ️ Clicking to OPEN metadata citation 1
[6:19:10 AM] ℹ️ Extracted citation text (first 100 chars): an exquisitely dark comedy that is both literary and irreverent, hilarious and deftly crafted...
[6:19:10 AM] ℹ️ Clicking to CLOSE metadata citation 1
[6:19:11 AM] ✅ ✅ metadata citation 1 closed successfully
[6:19:11 AM] ℹ️ ✅ Citation 1 extracted successfully (length: 93)
[6:19:11 AM] ℹ️ Extracting citation 2/3 for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:11 AM] ℹ️ Processing metadata citation 2 for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:12 AM] ℹ️ Clicking to OPEN metadata citation 2
[6:19:14 AM] ℹ️ Extracted citation text (first 100 chars): a tale of three likeable and unfortunate children been quite so enchanting, or quite so uproariously...
[6:19:14 AM] ℹ️ Clicking to CLOSE metadata citation 2
[6:19:16 AM] ✅ ✅ metadata citation 2 closed successfully
[6:19:16 AM] ℹ️ ✅ Citation 2 extracted successfully (length: 109)
[6:19:16 AM] ℹ️ Extracting citation 3/3 for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:16 AM] ℹ️ Processing metadata citation 3 for "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:17 AM] ℹ️ Clicking to OPEN metadata citation 3
[6:19:19 AM] ℹ️ Extracted citation text (first 100 chars): Interest age, years: from 8 to 12...
[6:19:19 AM] ℹ️ Clicking to CLOSE metadata citation 3
[6:19:20 AM] ✅ ✅ metadata citation 3 closed successfully
[6:19:20 AM] ℹ️ ✅ Citation 3 extracted successfully (length: 33)
[6:19:21 AM] ℹ️ Collapsing book section: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:22 AM] ✅ Book section collapsed: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:19:22 AM] ✅ ✅ Completed processing "A Series of Unfortunate Events #1: The Bad Beginning" - 3 citations extracted
[6:19:22 AM] ✅ 🎉 Successfully extracted citations from 3 books
[6:19:22 AM] ℹ️ Step 3: Validating reason-citation matches
[6:19:22 AM] 📋 🔍 VALIDATING REASON-CITATION MATCHES (80% THRESHOLD)
[6:19:22 AM] ℹ️ 📖 Validating 3 reasons for: "The Art of Talking with Children"
[6:19:22 AM] ℹ️ Reason 1: Checking match...
[6:19:22 AM] ✅ ✅ "The Art of Talking with Children" - Reason 1: 100% match - PASS
[6:19:22 AM] ℹ️ Reason 2: Checking match...
[6:19:35 AM] ✅ ✅ "The Art of Talking with Children" - Reason 2: 95% match - PASS
[6:19:35 AM] ℹ️ Reason 3: Checking match...
[6:19:35 AM] ✅ ✅ "The Art of Talking with Children" - Reason 3: 100% match - PASS
[6:19:35 AM] ℹ️ 📖 Validating 3 reasons for: "A Christmas Carol"
[6:19:35 AM] ℹ️ Reason 1: Checking match...
[6:19:52 AM] ✅ ✅ "A Christmas Carol" - Reason 1: 98% match - PASS
[6:19:52 AM] ℹ️ Reason 2: Checking match...
[6:19:59 AM] ✅ ✅ "A Christmas Carol" - Reason 2: 95% match - PASS
[6:19:59 AM] ℹ️ Reason 3: Checking match...
[6:20:13 AM] ❌ ❌ "A Christmas Carol" - Reason 3: 0% match - FAIL
[6:20:13 AM] ❌ ⚠️ Citation text not found in reason: "opening Scrooge’s heart to kindness and charity, fraternity and goodwill"
[6:20:13 AM] ℹ️ 📖 Validating 3 reasons for: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:20:13 AM] ℹ️ Reason 1: Checking match...
[6:20:13 AM] ✅ ✅ "A Series of Unfortunate Events #1: The Bad Beginning" - Reason 1: 100% match - PASS
[6:20:13 AM] ℹ️ Reason 2: Checking match...
[6:20:13 AM] ✅ ✅ "A Series of Unfortunate Events #1: The Bad Beginning" - Reason 2: 100% match - PASS
[6:20:13 AM] ℹ️ Reason 3: Checking match...
[6:20:13 AM] ❌ ❌ "A Series of Unfortunate Events #1: The Bad Beginning" - Reason 3: 0% match - FAIL
[6:20:13 AM] ❌ ⚠️ Citation text not found in reason: "Interest age, years: from 8 to 12"
[6:20:13 AM] 📊 📊 CITATION VALIDATION SUMMARY: 7/9 passed (77.8%)
[6:20:13 AM] ❌ 💥 REASON-CITATION VALIDATION: OVERALL FAILED
[6:20:13 AM] ℹ️ Step 4: Generating detailed report
[6:20:13 AM] 📋 📋 GENERATING CITATION VALIDATION REPORT
[6:20:13 AM] ℹ️ Report generated: 7/9 reasons passed
[6:20:13 AM] ✅ ✅ Citation validation workflow completed successfully
[6:20:13 AM] 📊 📈 OVERALL CITATION VALIDATION: 7/9 (77.8%)
[6:20:13 AM] ❌ ❌ REASON-CITATION VALIDATION: OVERALL FAILED - Only 77.8% of reasons match citations (required: 80%)
[6:20:13 AM] 📋 📋 GENERATING DETAILED CITATION VALIDATION REPORT
[6:20:13 AM] ℹ️ Generating HTML citation validation report
[6:20:13 AM] ✅ Generated HTML report for 9 reasons
[6:20:13 AM] ✅ ✅ Citation validation HTML report generated and attached
[6:20:13 AM] ✅ ✅ Citation validation plain text report attached
[6:20:13 AM] ℹ️ Checking database connectivity...
[6:20:13 AM] ✅ ✅ Database connected successfully
[6:20:13 AM] ℹ️ Database path: /home/runner/work/HC_Epub_Automation/HC_Epub_Automation/tests/test_data/database.xlsx
[6:20:13 AM] ℹ️ Total books: 10032
[6:20:13 AM] 📊 Database contains 10032 books
[6:20:13 AM] ✅ ✅ Database book count requirement met: 10032 >= 2020
[6:20:13 AM] 📋 🔍 VALIDATING EXTRACTED BOOKS INDIVIDUALLY AGAINST DATABASE
[6:20:13 AM] ℹ️ Checking book 1/3: "The Art of Talking with Children"
[6:20:13 AM] ℹ️ Checking if book exists in database: "The Art of Talking with Children"
[6:20:14 AM] ✅ ✅ Database match: "The Art of Talking with Children" → "He"
[6:20:14 AM] ℹ️ Checking book 2/3: "A Christmas Carol"
[6:20:14 AM] ℹ️ Checking if book exists in database: "A Christmas Carol"
[6:20:14 AM] ✅ ✅ Database match: "A Christmas Carol" → "A Christmas Carol"
[6:20:14 AM] ℹ️ Checking book 3/3: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:20:14 AM] ℹ️ Checking if book exists in database: "A Series of Unfortunate Events #1: The Bad Beginning"
[6:20:14 AM] ✅ ✅ Database match: "A Series of Unfortunate Events #1: The Bad Beginning" → "Eve"
[6:20:14 AM] 📊 INDIVIDUAL DATABASE VALIDATION SUMMARY: 3/3 books found in database
[6:20:14 AM] ✅ 🎉 ALL BOOKS VALIDATED SUCCESSFULLY AGAINST DATABASE!
[6:20:14 AM] 📋 🤖 VALIDATING RESPONSE RELEVANCE WITH GEMINI AI - PER BOOK ANALYSIS
[6:20:14 AM] ℹ️ Starting Gemini AI per-book relevance validation...
[6:20:14 AM] 📋 🤖 ANALYZING RESPONSE RELEVANCE WITH GEMINI AI - PER BOOK ANALYSIS
[6:20:14 AM] ℹ️ Starting Gemini AI analysis with retry logic...
[6:20:56 AM] 📊 Gemini AI Overall Relevance Score: 67%
[6:20:56 AM] 📊 Analyzed 3 books individually
[6:20:56 AM] ❌ ❌ GEMINI VALIDATION: Response relevance below threshold (67%)
[6:20:56 AM] 📋 📖 ANALYSIS FOR: "The Art of Talking with Children" - Score: 10%
[6:20:56 AM] ℹ️ ❌ Author Information: 70% - The author's name is provided. However, the author's credentials, mentioned in the 'Why Match' section, justify the book for an adult audience (parents/educators), not for children.
[6:20:56 AM] ℹ️ ✅ Publishing Date: 90% - The publishing date is recent and accurately formatted.
[6:20:56 AM] ℹ️ ❌ Why Match Explanations: 5% - The explanations accurately describe the book's content but completely fail to justify it as a match. They explicitly state it's a book for adults ('parenting philosophy', 'help adults have conversations'), making it irrelevant to the query for books *for* children.
[6:20:56 AM] ℹ️ ❌ Relevance Scores: 0% - The 100% relevance score is completely incorrect. The book is for adults *about* children, not *for* children to read. This shows a fundamental misunderstanding of the user's intent.
[6:20:56 AM] ℹ️ 💡 Book-specific improvements:
[6:20:56 AM] ℹ️ - The model must be trained to differentiate between books FOR a specific audience versus books ABOUT that audience.
[6:20:56 AM] ℹ️ - This book should have been filtered out as it does not belong in the 'Children's Literature' category.
[6:20:56 AM] 📋 📖 ANALYSIS FOR: "A Christmas Carol" - Score: 98%
[6:20:56 AM] ℹ️ ✅ Author Information: 95% - The author, Charles Dickens, is correctly identified and highly appropriate for a classic children's story.
[6:20:56 AM] ℹ️ ✅ Publishing Date: 90% - The date provided is for a modern reprint, which is accurate and appropriate. Including the original publication year (1843) would add helpful context.
[6:20:56 AM] ℹ️ ✅ Why Match Explanations: 100% - The explanations are excellent. They describe the theme and, most importantly, provide a specific target age range (6-10), which is extremely helpful for such a broad query.
[6:20:56 AM] ℹ️ ✅ Relevance Scores: 100% - The 100% relevance score is perfectly justified. This is a classic and highly relevant book for children.
[6:20:56 AM] ℹ️ 💡 Book-specific improvements:
[6:20:56 AM] ℹ️ - To enhance the response, consider adding the original publication date to provide historical context for classic books like this.
[6:20:56 AM] 📋 📖 ANALYSIS FOR: "A Series of Unfortunate Events #1: The Bad Beginning" - Score: 95%
[6:20:56 AM] ℹ️ ✅ Author Information: 95% - The author, Lemony Snicket, is correctly identified and is a well-known, popular author for the target age group.
[6:20:56 AM] ℹ️ ✅ Publishing Date: 90% - The date provided corresponds to a specific reprint edition and is accurate. Mentioning the original publication year (1999) could provide additional context.
[6:20:56 AM] ℹ️ ✅ Why Match Explanations: 95% - The explanations effectively capture the book's unique tone and premise. Crucially, it provides a target age range (8-12), which is very helpful. The second point has a minor grammatical error from the source text.
[6:20:56 AM] ℹ️ ✅ Relevance Scores: 100% - The 100% relevance score is well-justified as this is a popular and fitting book for the 'children' category.
[6:20:56 AM] ℹ️ 💡 Book-specific improvements:
[6:20:56 AM] ℹ️ - Proofread the 'Why Match' explanations to correct minor grammatical issues potentially caused by pulling from a truncated source (e.g., '...children been quite so enchanting...').
[6:20:56 AM] ℹ️ 📊 SUMMARY FEEDBACK:
[6:20:56 AM] ℹ️ • The response provided two excellent, highly relevant book suggestions and one completely irrelevant one.
[6:20:56 AM] ℹ️ • The inclusion of specific age ranges for the two relevant books is a significant strength that greatly improves the response's utility.
[6:20:56 AM] ℹ️ • The major weakness is the first recommendation, which fundamentally misunderstands the query by suggesting a book for adults about children.
[6:20:56 AM] ❌ ❌ GEMINI AI VALIDATION FAILED: 67% relevance score (required: 80%)
[6:20:56 AM] ℹ️ Continuing execution due to soft assertion...